Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 3676 |
| Missing cells | 5660 |
| Missing cells (%) | 6.7% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.2 MiB |
| Average record size in memory | 639.8 B |
Variable types
| Categorical | 10 |
|---|---|
| Text | 3 |
| Numeric | 10 |
store room is highly imbalanced (55.7%) | Imbalance |
super_built_up_area has 1801 (49.0%) missing values | Missing |
built_up_area has 1986 (54.0%) missing values | Missing |
carpet_area has 1805 (49.1%) missing values | Missing |
area is highly skewed (γ1 = 31.62359394) | Skewed |
carpet_area is highly skewed (γ1 = 24.32675538) | Skewed |
floorNum has 129 (3.5%) zeros | Zeros |
luxury_score has 462 (12.6%) zeros | Zeros |
Reproduction
| Analysis started | 2024-03-25 13:44:48.321236 |
|---|---|
| Analysis finished | 2024-03-25 13:44:56.133226 |
| Duration | 7.81 seconds |
| Software version | ydata-profiling v0.0.dev0 |
| Download configuration | config.json |
property_type
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 248.5 KiB |
| flat | |
|---|---|
| house |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 4.2336779 |
| Min length | 4 |
Characters and Unicode
| Total characters | 15563 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | flat |
|---|---|
| 2nd row | flat |
| 3rd row | flat |
| 4th row | house |
| 5th row | flat |
Common Values
| Value | Count | Frequency (%) |
| flat | 2817 | |
| house | 859 | 23.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| flat | 2817 | |
| house | 859 | 23.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| f | 2817 | |
| l | 2817 | |
| a | 2817 | |
| t | 2817 | |
| h | 859 | 5.5% |
| o | 859 | 5.5% |
| u | 859 | 5.5% |
| s | 859 | 5.5% |
| e | 859 | 5.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 15563 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| f | 2817 | |
| l | 2817 | |
| a | 2817 | |
| t | 2817 | |
| h | 859 | 5.5% |
| o | 859 | 5.5% |
| u | 859 | 5.5% |
| s | 859 | 5.5% |
| e | 859 | 5.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 15563 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| f | 2817 | |
| l | 2817 | |
| a | 2817 | |
| t | 2817 | |
| h | 859 | 5.5% |
| o | 859 | 5.5% |
| u | 859 | 5.5% |
| s | 859 | 5.5% |
| e | 859 | 5.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 15563 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| f | 2817 | |
| l | 2817 | |
| a | 2817 | |
| t | 2817 | |
| h | 859 | 5.5% |
| o | 859 | 5.5% |
| u | 859 | 5.5% |
| s | 859 | 5.5% |
| e | 859 | 5.5% |
society
Text
| Distinct | 675 |
|---|---|
| Distinct (%) | 18.4% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 293.8 KiB |
Length
| Max length | 49 |
|---|---|
| Median length | 39 |
| Mean length | 16.86449 |
| Min length | 1 |
Characters and Unicode
| Total characters | 61977 |
|---|---|
| Distinct characters | 41 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 307 ? |
|---|---|
| Unique (%) | 8.4% |
Sample
| 1st row | ss the leaf |
|---|---|
| 2nd row | tulip purple |
| 3rd row | umang monsoon breeze |
| 4th row | independent |
| 5th row | tulip violet |
| Value | Count | Frequency (%) |
| independent | 491 | 5.1% |
| the | 350 | 3.6% |
| dlf | 220 | 2.3% |
| park | 209 | 2.2% |
| city | 166 | 1.7% |
| emaar | 155 | 1.6% |
| m3m | 152 | 1.6% |
| global | 152 | 1.6% |
| signature | 149 | 1.5% |
| heights | 134 | 1.4% |
| Other values (783) | 7493 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 6707 | 10.8% |
| 5998 | 9.7% | |
| a | 5858 | 9.5% |
| r | 4167 | 6.7% |
| n | 4161 | 6.7% |
| i | 3829 | 6.2% |
| t | 3719 | 6.0% |
| s | 3470 | 5.6% |
| l | 2940 | 4.7% |
| o | 2753 | 4.4% |
| Other values (31) | 18375 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 61977 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 6707 | 10.8% |
| 5998 | 9.7% | |
| a | 5858 | 9.5% |
| r | 4167 | 6.7% |
| n | 4161 | 6.7% |
| i | 3829 | 6.2% |
| t | 3719 | 6.0% |
| s | 3470 | 5.6% |
| l | 2940 | 4.7% |
| o | 2753 | 4.4% |
| Other values (31) | 18375 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 61977 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 6707 | 10.8% |
| 5998 | 9.7% | |
| a | 5858 | 9.5% |
| r | 4167 | 6.7% |
| n | 4161 | 6.7% |
| i | 3829 | 6.2% |
| t | 3719 | 6.0% |
| s | 3470 | 5.6% |
| l | 2940 | 4.7% |
| o | 2753 | 4.4% |
| Other values (31) | 18375 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 61977 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 6707 | 10.8% |
| 5998 | 9.7% | |
| a | 5858 | 9.5% |
| r | 4167 | 6.7% |
| n | 4161 | 6.7% |
| i | 3829 | 6.2% |
| t | 3719 | 6.0% |
| s | 3470 | 5.6% |
| l | 2940 | 4.7% |
| o | 2753 | 4.4% |
| Other values (31) | 18375 |
sector
Text
| Distinct | 114 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 266.8 KiB |
Length
| Max length | 26 |
|---|---|
| Median length | 9 |
| Mean length | 9.3180087 |
| Min length | 3 |
Characters and Unicode
| Total characters | 34253 |
|---|---|
| Distinct characters | 31 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | sector 85 |
|---|---|
| 2nd row | sector 69 |
| 3rd row | sector 78 |
| 4th row | sector 7 |
| 5th row | sector 69 |
| Value | Count | Frequency (%) |
| sector | 3448 | |
| road | 177 | 2.4% |
| sohna | 165 | 2.2% |
| 85 | 108 | 1.5% |
| 102 | 106 | 1.4% |
| 92 | 100 | 1.4% |
| 69 | 93 | 1.3% |
| 90 | 89 | 1.2% |
| 65 | 87 | 1.2% |
| 81 | 86 | 1.2% |
| Other values (106) | 2922 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 3801 | |
| 3705 | ||
| s | 3692 | |
| r | 3692 | |
| e | 3547 | |
| c | 3499 | |
| t | 3459 | |
| 1 | 1071 | 3.1% |
| 0 | 802 | 2.3% |
| 8 | 778 | 2.3% |
| Other values (21) | 6207 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 34253 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 3801 | |
| 3705 | ||
| s | 3692 | |
| r | 3692 | |
| e | 3547 | |
| c | 3499 | |
| t | 3459 | |
| 1 | 1071 | 3.1% |
| 0 | 802 | 2.3% |
| 8 | 778 | 2.3% |
| Other values (21) | 6207 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 34253 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 3801 | |
| 3705 | ||
| s | 3692 | |
| r | 3692 | |
| e | 3547 | |
| c | 3499 | |
| t | 3459 | |
| 1 | 1071 | 3.1% |
| 0 | 802 | 2.3% |
| 8 | 778 | 2.3% |
| Other values (21) | 6207 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 34253 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 3801 | |
| 3705 | ||
| s | 3692 | |
| r | 3692 | |
| e | 3547 | |
| c | 3499 | |
| t | 3459 | |
| 1 | 1071 | 3.1% |
| 0 | 802 | 2.3% |
| 8 | 778 | 2.3% |
| Other values (21) | 6207 |
price
Real number (ℝ)
| Distinct | 473 |
|---|---|
| Distinct (%) | 12.9% |
| Missing | 16 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.5340874 |
| Minimum | 0.07 |
|---|---|
| Maximum | 31.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.4 KiB |
Quantile statistics
| Minimum | 0.07 |
|---|---|
| 5-th percentile | 0.37 |
| Q1 | 0.95 |
| median | 1.525 |
| Q3 | 2.75 |
| 95-th percentile | 8.5 |
| Maximum | 31.5 |
| Range | 31.43 |
| Interquartile range (IQR) | 1.8 |
Descriptive statistics
| Standard deviation | 2.9804233 |
|---|---|
| Coefficient of variation (CV) | 1.1761328 |
| Kurtosis | 14.936249 |
| Mean | 2.5340874 |
| Median Absolute Deviation (MAD) | 0.725 |
| Skewness | 3.2795099 |
| Sum | 9274.76 |
| Variance | 8.8829228 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.25 | 80 | 2.2% |
| 1.2 | 64 | 1.7% |
| 1.5 | 64 | 1.7% |
| 0.9 | 63 | 1.7% |
| 1.1 | 62 | 1.7% |
| 1.4 | 60 | 1.6% |
| 1.3 | 57 | 1.6% |
| 0.95 | 52 | 1.4% |
| 2 | 52 | 1.4% |
| 1.6 | 48 | 1.3% |
| Other values (463) | 3058 |
| Value | Count | Frequency (%) |
| 0.07 | 1 | < 0.1% |
| 0.16 | 1 | < 0.1% |
| 0.17 | 1 | < 0.1% |
| 0.19 | 1 | < 0.1% |
| 0.2 | 8 | |
| 0.21 | 6 | |
| 0.22 | 8 | |
| 0.23 | 1 | < 0.1% |
| 0.24 | 6 | |
| 0.25 | 11 |
| Value | Count | Frequency (%) |
| 31.5 | 1 | < 0.1% |
| 27.5 | 1 | < 0.1% |
| 26 | 2 | |
| 25 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 20 | 3 | |
| 19.5 | 2 | |
| 19 | 3 |
price_per_sqft
Real number (ℝ)
| Distinct | 2650 |
|---|---|
| Distinct (%) | 72.4% |
| Missing | 16 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13894.498 |
| Minimum | 5 |
|---|---|
| Maximum | 600000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.4 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 4716.95 |
| Q1 | 6817.25 |
| median | 9020 |
| Q3 | 13880.5 |
| 95-th percentile | 33333 |
| Maximum | 600000 |
| Range | 599995 |
| Interquartile range (IQR) | 7063.25 |
Descriptive statistics
| Standard deviation | 23209.236 |
|---|---|
| Coefficient of variation (CV) | 1.6703903 |
| Kurtosis | 186.95158 |
| Mean | 13894.498 |
| Median Absolute Deviation (MAD) | 2791.5 |
| Skewness | 11.438233 |
| Sum | 50853864 |
| Variance | 5.3866863 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10000 | 27 | 0.7% |
| 8000 | 19 | 0.5% |
| 5000 | 17 | 0.5% |
| 12500 | 14 | 0.4% |
| 22222 | 13 | 0.4% |
| 11111 | 13 | 0.4% |
| 6666 | 13 | 0.4% |
| 7500 | 12 | 0.3% |
| 8333 | 12 | 0.3% |
| 6000 | 11 | 0.3% |
| Other values (2640) | 3509 | |
| (Missing) | 16 | 0.4% |
| Value | Count | Frequency (%) |
| 5 | 1 | |
| 7 | 1 | |
| 9 | 1 | |
| 53 | 1 | |
| 57 | 1 | |
| 58 | 2 | |
| 60 | 1 | |
| 61 | 1 | |
| 79 | 1 | |
| 151 | 1 |
| Value | Count | Frequency (%) |
| 600000 | 1 | |
| 400000 | 1 | |
| 315789 | 1 | |
| 308333 | 1 | |
| 290948 | 1 | |
| 283333 | 1 | |
| 266666 | 1 | |
| 261194 | 1 | |
| 245398 | 1 | |
| 241666 | 1 |
area
Real number (ℝ)
SKEWED 
| Distinct | 2676 |
|---|---|
| Distinct (%) | 73.1% |
| Missing | 16 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2650.0874 |
| Minimum | 50 |
|---|---|
| Maximum | 642857.14 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.4 KiB |
Quantile statistics
| Minimum | 50 |
|---|---|
| 5-th percentile | 518.88476 |
| Q1 | 1231.97 |
| median | 1733.0125 |
| Q3 | 2300.0984 |
| 95-th percentile | 4235.5342 |
| Maximum | 642857.14 |
| Range | 642807.14 |
| Interquartile range (IQR) | 1068.1284 |
Descriptive statistics
| Standard deviation | 18133.153 |
|---|---|
| Coefficient of variation (CV) | 6.8424734 |
| Kurtosis | 1052.0565 |
| Mean | 2650.0874 |
| Median Absolute Deviation (MAD) | 532.9623 |
| Skewness | 31.623594 |
| Sum | 9699320 |
| Variance | 3.2881123 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3240 | 43 | 1.2% |
| 2700 | 36 | 1.0% |
| 2000 | 33 | 0.9% |
| 1800 | 32 | 0.9% |
| 900 | 28 | 0.8% |
| 2250 | 20 | 0.5% |
| 1350 | 20 | 0.5% |
| 1000 | 18 | 0.5% |
| 1650.165017 | 17 | 0.5% |
| 4500 | 17 | 0.5% |
| Other values (2666) | 3396 |
| Value | Count | Frequency (%) |
| 50 | 4 | |
| 55 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 57 | 1 | < 0.1% |
| 60 | 2 | |
| 61 | 1 | < 0.1% |
| 67 | 2 | |
| 70 | 1 | < 0.1% |
| 72.00115202 | 1 | < 0.1% |
| 76 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 642857.1429 | 1 | |
| 620000 | 1 | |
| 566666.6667 | 1 | |
| 215517 | 1 | |
| 98978 | 1 | |
| 82781 | 1 | |
| 65517.24138 | 2 | |
| 65261 | 1 | |
| 58227.8481 | 1 | |
| 55000 | 1 |
areaWithType
Text
| Distinct | 2353 |
|---|---|
| Distinct (%) | 64.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 428.1 KiB |
Length
| Max length | 124 |
|---|---|
| Median length | 119 |
| Mean length | 54.241023 |
| Min length | 12 |
Characters and Unicode
| Total characters | 199390 |
|---|---|
| Distinct characters | 35 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1846 ? |
|---|---|
| Unique (%) | 50.2% |
Sample
| 1st row | Super Built up area 1671(155.24 sq.m.)Built Up area: 1190 sq.ft. (110.55 sq.m.)Carpet area: 970 sq.ft. (90.12 sq.m.) |
|---|---|
| 2nd row | Super Built up area 2400(222.97 sq.m.)Built Up area: 2200 sq.ft. (204.39 sq.m.)Carpet area: 2000 sq.ft. (185.81 sq.m.) |
| 3rd row | Super Built up area 2176(202.16 sq.m.) |
| 4th row | Built Up area: 148 (123.75 sq.m.) |
| 5th row | Carpet area: 1850 (171.87 sq.m.) |
| Value | Count | Frequency (%) |
| area | 5572 | |
| sq.m | 3654 | |
| up | 3020 | 10.0% |
| built | 2316 | 7.7% |
| super | 1875 | 6.2% |
| sq.ft | 1751 | 5.8% |
| sq.m.)carpet | 1185 | 3.9% |
| sq.m.)built | 702 | 2.3% |
| carpet | 682 | 2.3% |
| plot | 681 | 2.3% |
| Other values (2842) | 8698 |
Most occurring characters
| Value | Count | Frequency (%) |
| 26460 | 13.3% | |
| . | 20385 | 10.2% |
| a | 13151 | 6.6% |
| r | 9454 | 4.7% |
| e | 9318 | 4.7% |
| 1 | 9202 | 4.6% |
| s | 7566 | 3.8% |
| q | 7430 | 3.7% |
| t | 7323 | 3.7% |
| u | 6770 | 3.4% |
| Other values (25) | 82331 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 199390 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 26460 | 13.3% | |
| . | 20385 | 10.2% |
| a | 13151 | 6.6% |
| r | 9454 | 4.7% |
| e | 9318 | 4.7% |
| 1 | 9202 | 4.6% |
| s | 7566 | 3.8% |
| q | 7430 | 3.7% |
| t | 7323 | 3.7% |
| u | 6770 | 3.4% |
| Other values (25) | 82331 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 199390 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 26460 | 13.3% | |
| . | 20385 | 10.2% |
| a | 13151 | 6.6% |
| r | 9454 | 4.7% |
| e | 9318 | 4.7% |
| 1 | 9202 | 4.6% |
| s | 7566 | 3.8% |
| q | 7430 | 3.7% |
| t | 7323 | 3.7% |
| u | 6770 | 3.4% |
| Other values (25) | 82331 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 199390 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 26460 | 13.3% | |
| . | 20385 | 10.2% |
| a | 13151 | 6.6% |
| r | 9454 | 4.7% |
| e | 9318 | 4.7% |
| 1 | 9202 | 4.6% |
| s | 7566 | 3.8% |
| q | 7430 | 3.7% |
| t | 7323 | 3.7% |
| u | 6770 | 3.4% |
| Other values (25) | 82331 |
bedRoom
Real number (ℝ)
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.3609902 |
| Minimum | 1 |
|---|---|
| Maximum | 21 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 21 |
| Range | 20 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.897651 |
|---|---|
| Coefficient of variation (CV) | 0.56461068 |
| Kurtosis | 18.210805 |
| Mean | 3.3609902 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.4847341 |
| Sum | 12355 |
| Variance | 3.6010792 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 1496 | |
| 2 | 940 | |
| 4 | 661 | |
| 5 | 210 | 5.7% |
| 1 | 124 | 3.4% |
| 6 | 74 | 2.0% |
| 9 | 41 | 1.1% |
| 8 | 30 | 0.8% |
| 7 | 28 | 0.8% |
| 12 | 28 | 0.8% |
| Other values (9) | 44 | 1.2% |
| Value | Count | Frequency (%) |
| 1 | 124 | 3.4% |
| 2 | 940 | |
| 3 | 1496 | |
| 4 | 661 | |
| 5 | 210 | 5.7% |
| 6 | 74 | 2.0% |
| 7 | 28 | 0.8% |
| 8 | 30 | 0.8% |
| 9 | 41 | 1.1% |
| 10 | 20 | 0.5% |
| Value | Count | Frequency (%) |
| 21 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 19 | 2 | 0.1% |
| 18 | 2 | 0.1% |
| 16 | 12 | |
| 14 | 1 | < 0.1% |
| 13 | 4 | 0.1% |
| 12 | 28 | |
| 11 | 1 | < 0.1% |
| 10 | 20 |
bathroom
Real number (ℝ)
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.4254625 |
| Minimum | 1 |
|---|---|
| Maximum | 21 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 21 |
| Range | 20 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.9480726 |
|---|---|
| Coefficient of variation (CV) | 0.56870353 |
| Kurtosis | 17.54133 |
| Mean | 3.4254625 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.2484763 |
| Sum | 12592 |
| Variance | 3.7949869 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 1077 | |
| 2 | 1045 | |
| 4 | 821 | |
| 5 | 294 | 8.0% |
| 1 | 156 | 4.2% |
| 6 | 117 | 3.2% |
| 9 | 41 | 1.1% |
| 7 | 40 | 1.1% |
| 8 | 25 | 0.7% |
| 12 | 22 | 0.6% |
| Other values (9) | 38 | 1.0% |
| Value | Count | Frequency (%) |
| 1 | 156 | 4.2% |
| 2 | 1045 | |
| 3 | 1077 | |
| 4 | 821 | |
| 5 | 294 | 8.0% |
| 6 | 117 | 3.2% |
| 7 | 40 | 1.1% |
| 8 | 25 | 0.7% |
| 9 | 41 | 1.1% |
| 10 | 9 | 0.2% |
| Value | Count | Frequency (%) |
| 21 | 1 | < 0.1% |
| 20 | 3 | 0.1% |
| 18 | 4 | 0.1% |
| 17 | 3 | 0.1% |
| 16 | 8 | 0.2% |
| 14 | 2 | 0.1% |
| 13 | 4 | 0.1% |
| 12 | 22 | |
| 11 | 4 | 0.1% |
| 10 | 9 |
balcony
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 238.1 KiB |
| 3+ | |
|---|---|
| 3 | |
| 2 | |
| 1 | |
| 0 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.3190968 |
| Min length | 1 |
Characters and Unicode
| Total characters | 4849 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 3+ |
| 3rd row | 3 |
| 4th row | 0 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 3+ | 1173 | |
| 3 | 1073 | |
| 2 | 883 | |
| 1 | 365 | 9.9% |
| 0 | 182 | 5.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 2246 | |
| 2 | 883 | 24.0% |
| 1 | 365 | 9.9% |
| 0 | 182 | 5.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 2246 | |
| + | 1173 | |
| 2 | 883 | 18.2% |
| 1 | 365 | 7.5% |
| 0 | 182 | 3.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4849 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 2246 | |
| + | 1173 | |
| 2 | 883 | 18.2% |
| 1 | 365 | 7.5% |
| 0 | 182 | 3.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4849 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 2246 | |
| + | 1173 | |
| 2 | 883 | 18.2% |
| 1 | 365 | 7.5% |
| 0 | 182 | 3.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4849 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 2246 | |
| + | 1173 | |
| 2 | 883 | 18.2% |
| 1 | 365 | 7.5% |
| 0 | 182 | 3.8% |
floorNum
Real number (ℝ)
ZEROS 
| Distinct | 43 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 19 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.7954608 |
| Minimum | 0 |
|---|---|
| Maximum | 51 |
| Zeros | 129 |
| Zeros (%) | 3.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 5 |
| Q3 | 10 |
| 95-th percentile | 18 |
| Maximum | 51 |
| Range | 51 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 6.0133651 |
|---|---|
| Coefficient of variation (CV) | 0.8849091 |
| Kurtosis | 4.5160887 |
| Mean | 6.7954608 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.6945505 |
| Sum | 24851 |
| Variance | 36.160559 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 498 | |
| 2 | 494 | |
| 1 | 351 | 9.5% |
| 4 | 316 | 8.6% |
| 8 | 194 | 5.3% |
| 6 | 183 | 5.0% |
| 10 | 179 | 4.9% |
| 7 | 176 | 4.8% |
| 5 | 169 | 4.6% |
| 9 | 161 | 4.4% |
| Other values (33) | 936 |
| Value | Count | Frequency (%) |
| 0 | 129 | 3.5% |
| 1 | 351 | |
| 2 | 494 | |
| 3 | 498 | |
| 4 | 316 | |
| 5 | 169 | 4.6% |
| 6 | 183 | 5.0% |
| 7 | 176 | 4.8% |
| 8 | 194 | 5.3% |
| 9 | 161 | 4.4% |
| Value | Count | Frequency (%) |
| 51 | 1 | < 0.1% |
| 45 | 1 | < 0.1% |
| 44 | 1 | < 0.1% |
| 43 | 2 | |
| 40 | 1 | < 0.1% |
| 39 | 2 | |
| 38 | 1 | < 0.1% |
| 35 | 2 | |
| 34 | 2 | |
| 33 | 4 |
facing
Categorical
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 253.0 KiB |
| NA | |
|---|---|
| North-East | |
| East | |
| North | |
| West | |
| Other values (4) |
Length
| Max length | 10 |
|---|---|
| Median length | 5 |
| Mean length | 5.4657236 |
| Min length | 2 |
Characters and Unicode
| Total characters | 20092 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | East |
|---|---|
| 2nd row | North-East |
| 3rd row | NA |
| 4th row | NA |
| 5th row | East |
Common Values
| Value | Count | Frequency (%) |
| NA | 1044 | |
| North-East | 624 | |
| East | 622 | |
| North | 387 | 10.5% |
| West | 249 | 6.8% |
| South | 231 | 6.3% |
| North-West | 193 | 5.3% |
| South-East | 173 | 4.7% |
| South-West | 153 | 4.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| na | 1044 | |
| north-east | 624 | |
| east | 622 | |
| north | 387 | 10.5% |
| west | 249 | 6.8% |
| south | 231 | 6.3% |
| north-west | 193 | 5.3% |
| south-east | 173 | 4.7% |
| south-west | 153 | 4.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 3775 | |
| N | 2248 | |
| s | 2014 | |
| o | 1761 | |
| h | 1761 | |
| E | 1419 | 7.1% |
| a | 1419 | 7.1% |
| r | 1204 | 6.0% |
| - | 1143 | 5.7% |
| A | 1044 | 5.2% |
| Other values (4) | 2304 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 20092 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| t | 3775 | |
| N | 2248 | |
| s | 2014 | |
| o | 1761 | |
| h | 1761 | |
| E | 1419 | 7.1% |
| a | 1419 | 7.1% |
| r | 1204 | 6.0% |
| - | 1143 | 5.7% |
| A | 1044 | 5.2% |
| Other values (4) | 2304 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 20092 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| t | 3775 | |
| N | 2248 | |
| s | 2014 | |
| o | 1761 | |
| h | 1761 | |
| E | 1419 | 7.1% |
| a | 1419 | 7.1% |
| r | 1204 | 6.0% |
| - | 1143 | 5.7% |
| A | 1044 | 5.2% |
| Other values (4) | 2304 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 20092 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| t | 3775 | |
| N | 2248 | |
| s | 2014 | |
| o | 1761 | |
| h | 1761 | |
| E | 1419 | 7.1% |
| a | 1419 | 7.1% |
| r | 1204 | 6.0% |
| - | 1143 | 5.7% |
| A | 1044 | 5.2% |
| Other values (4) | 2304 |
agePossession
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 281.4 KiB |
| Relatively New | |
|---|---|
| New Property | |
| Moderately Old | |
| Undefined | |
| Old Property |
Length
| Max length | 18 |
|---|---|
| Median length | 14 |
| Mean length | 13.383297 |
| Min length | 9 |
Characters and Unicode
| Total characters | 49197 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Relatively New |
|---|---|
| 2nd row | Relatively New |
| 3rd row | Moderately Old |
| 4th row | Undefined |
| 5th row | Relatively New |
Common Values
| Value | Count | Frequency (%) |
| Relatively New | 1645 | |
| New Property | 593 | 16.1% |
| Moderately Old | 563 | 15.3% |
| Undefined | 307 | 8.4% |
| Old Property | 303 | 8.2% |
| Under Construction | 265 | 7.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| new | 2238 | |
| relatively | 1645 | |
| property | 896 | |
| old | 866 | 12.3% |
| moderately | 563 | 8.0% |
| undefined | 307 | 4.4% |
| under | 265 | 3.8% |
| construction | 265 | 3.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 8429 | |
| l | 4719 | 9.6% |
| t | 3634 | 7.4% |
| 3369 | 6.8% | |
| y | 3104 | 6.3% |
| r | 2885 | 5.9% |
| d | 2308 | 4.7% |
| N | 2238 | 4.5% |
| w | 2238 | 4.5% |
| i | 2217 | 4.5% |
| Other values (15) | 14056 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 49197 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 8429 | |
| l | 4719 | 9.6% |
| t | 3634 | 7.4% |
| 3369 | 6.8% | |
| y | 3104 | 6.3% |
| r | 2885 | 5.9% |
| d | 2308 | 4.7% |
| N | 2238 | 4.5% |
| w | 2238 | 4.5% |
| i | 2217 | 4.5% |
| Other values (15) | 14056 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 49197 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 8429 | |
| l | 4719 | 9.6% |
| t | 3634 | 7.4% |
| 3369 | 6.8% | |
| y | 3104 | 6.3% |
| r | 2885 | 5.9% |
| d | 2308 | 4.7% |
| N | 2238 | 4.5% |
| w | 2238 | 4.5% |
| i | 2217 | 4.5% |
| Other values (15) | 14056 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 49197 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 8429 | |
| l | 4719 | 9.6% |
| t | 3634 | 7.4% |
| 3369 | 6.8% | |
| y | 3104 | 6.3% |
| r | 2885 | 5.9% |
| d | 2308 | 4.7% |
| N | 2238 | 4.5% |
| w | 2238 | 4.5% |
| i | 2217 | 4.5% |
| Other values (15) | 14056 |
super_built_up_area
Real number (ℝ)
MISSING 
| Distinct | 593 |
|---|---|
| Distinct (%) | 31.6% |
| Missing | 1801 |
| Missing (%) | 49.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1925.2376 |
| Minimum | 89 |
|---|---|
| Maximum | 10000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.4 KiB |
Quantile statistics
| Minimum | 89 |
|---|---|
| 5-th percentile | 767 |
| Q1 | 1479.5 |
| median | 1828 |
| Q3 | 2215 |
| 95-th percentile | 3185 |
| Maximum | 10000 |
| Range | 9911 |
| Interquartile range (IQR) | 735.5 |
Descriptive statistics
| Standard deviation | 764.17218 |
|---|---|
| Coefficient of variation (CV) | 0.39692356 |
| Kurtosis | 10.349191 |
| Mean | 1925.2376 |
| Median Absolute Deviation (MAD) | 372 |
| Skewness | 1.8364563 |
| Sum | 3609820.5 |
| Variance | 583959.12 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1950 | 37 | 1.0% |
| 1650 | 37 | 1.0% |
| 1578 | 25 | 0.7% |
| 2000 | 25 | 0.7% |
| 2150 | 22 | 0.6% |
| 1640 | 22 | 0.6% |
| 2408 | 19 | 0.5% |
| 1900 | 19 | 0.5% |
| 1930 | 18 | 0.5% |
| 2812 | 17 | 0.5% |
| Other values (583) | 1634 | |
| (Missing) | 1801 |
| Value | Count | Frequency (%) |
| 89 | 1 | |
| 145 | 1 | |
| 161 | 1 | |
| 215 | 1 | |
| 216 | 1 | |
| 325 | 1 | |
| 340 | 1 | |
| 352 | 1 | |
| 380 | 1 | |
| 406 | 1 |
| Value | Count | Frequency (%) |
| 10000 | 1 | |
| 6926 | 1 | |
| 6000 | 1 | |
| 5800 | 2 | |
| 5514 | 1 | |
| 5350 | 2 | |
| 5200 | 2 | |
| 4890 | 1 | |
| 4857 | 1 | |
| 4848 | 2 |
built_up_area
Real number (ℝ)
MISSING 
| Distinct | 643 |
|---|---|
| Distinct (%) | 38.0% |
| Missing | 1986 |
| Missing (%) | 54.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1945.0817 |
| Minimum | 2 |
|---|---|
| Maximum | 13500 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.4 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 240.45 |
| Q1 | 1100 |
| median | 1650 |
| Q3 | 2400 |
| 95-th percentile | 4680 |
| Maximum | 13500 |
| Range | 13498 |
| Interquartile range (IQR) | 1300 |
Descriptive statistics
| Standard deviation | 1453.1144 |
|---|---|
| Coefficient of variation (CV) | 0.74707114 |
| Kurtosis | 7.4161776 |
| Mean | 1945.0817 |
| Median Absolute Deviation (MAD) | 650 |
| Skewness | 2.1133193 |
| Sum | 3287188 |
| Variance | 2111541.4 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1800 | 41 | 1.1% |
| 3240 | 37 | 1.0% |
| 1900 | 34 | 0.9% |
| 2700 | 33 | 0.9% |
| 1350 | 33 | 0.9% |
| 900 | 28 | 0.8% |
| 1600 | 26 | 0.7% |
| 2000 | 24 | 0.7% |
| 1300 | 24 | 0.7% |
| 1700 | 23 | 0.6% |
| Other values (633) | 1387 | |
| (Missing) | 1986 |
| Value | Count | Frequency (%) |
| 2 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 30 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 50 | 3 | |
| 53 | 1 | < 0.1% |
| 55 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 57 | 1 | < 0.1% |
| 60 | 5 |
| Value | Count | Frequency (%) |
| 13500 | 1 | < 0.1% |
| 11286 | 1 | < 0.1% |
| 9500 | 1 | < 0.1% |
| 9000 | 7 | |
| 8775 | 1 | < 0.1% |
| 8286 | 1 | < 0.1% |
| 8067.8 | 1 | < 0.1% |
| 8000 | 1 | < 0.1% |
| 7500 | 2 | 0.1% |
| 7450 | 1 | < 0.1% |
carpet_area
Real number (ℝ)
MISSING  SKEWED 
| Distinct | 732 |
|---|---|
| Distinct (%) | 39.1% |
| Missing | 1805 |
| Missing (%) | 49.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2530.2228 |
| Minimum | 15 |
|---|---|
| Maximum | 607936 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.4 KiB |
Quantile statistics
| Minimum | 15 |
|---|---|
| 5-th percentile | 350 |
| Q1 | 845 |
| median | 1300 |
| Q3 | 1790 |
| 95-th percentile | 2950 |
| Maximum | 607936 |
| Range | 607921 |
| Interquartile range (IQR) | 945 |
Descriptive statistics
| Standard deviation | 22805.887 |
|---|---|
| Coefficient of variation (CV) | 9.0133909 |
| Kurtosis | 604.21426 |
| Mean | 2530.2228 |
| Median Absolute Deviation (MAD) | 470 |
| Skewness | 24.326755 |
| Sum | 4734046.9 |
| Variance | 5.2010849 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1400 | 42 | 1.1% |
| 1600 | 35 | 1.0% |
| 1800 | 35 | 1.0% |
| 1200 | 31 | 0.8% |
| 1500 | 29 | 0.8% |
| 1650 | 28 | 0.8% |
| 1350 | 27 | 0.7% |
| 1300 | 23 | 0.6% |
| 1000 | 22 | 0.6% |
| 1450 | 22 | 0.6% |
| Other values (722) | 1577 | |
| (Missing) | 1805 |
| Value | Count | Frequency (%) |
| 15 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 48 | 1 | < 0.1% |
| 50 | 1 | < 0.1% |
| 59 | 1 | < 0.1% |
| 60 | 1 | < 0.1% |
| 66 | 1 | < 0.1% |
| 72 | 1 | < 0.1% |
| 76.44 | 3 | |
| 77.31 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 607936 | 1 | |
| 569243 | 1 | |
| 514396 | 1 | |
| 64529 | 1 | |
| 64412 | 1 | |
| 58141 | 1 | |
| 54917 | 1 | |
| 48811 | 1 | |
| 45966 | 1 | |
| 34401 | 1 |
study room
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 244.1 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 11028 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 2971 | |
| 1.0 | 705 | 19.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 2971 | |
| 1.0 | 705 | 19.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 6647 | |
| . | 3676 | |
| 1 | 705 | 6.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 11028 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 6647 | |
| . | 3676 | |
| 1 | 705 | 6.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 11028 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 6647 | |
| . | 3676 | |
| 1 | 705 | 6.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 11028 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 6647 | |
| . | 3676 | |
| 1 | 705 | 6.4% |
servant room
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 244.1 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 11028 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 2348 | |
| 1.0 | 1328 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 2348 | |
| 1.0 | 1328 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 6024 | |
| . | 3676 | |
| 1 | 1328 | 12.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 11028 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 6024 | |
| . | 3676 | |
| 1 | 1328 | 12.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 11028 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 6024 | |
| . | 3676 | |
| 1 | 1328 | 12.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 11028 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 6024 | |
| . | 3676 | |
| 1 | 1328 | 12.0% |
store room
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 244.1 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 11028 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 3338 | |
| 1.0 | 338 | 9.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 3338 | |
| 1.0 | 338 | 9.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7014 | |
| . | 3676 | |
| 1 | 338 | 3.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 11028 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7014 | |
| . | 3676 | |
| 1 | 338 | 3.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 11028 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7014 | |
| . | 3676 | |
| 1 | 338 | 3.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 11028 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7014 | |
| . | 3676 | |
| 1 | 338 | 3.1% |
pooja room
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 244.1 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 11028 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 3020 | |
| 1.0 | 656 | 17.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 3020 | |
| 1.0 | 656 | 17.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 6696 | |
| . | 3676 | |
| 1 | 656 | 5.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 11028 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 6696 | |
| . | 3676 | |
| 1 | 656 | 5.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 11028 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 6696 | |
| . | 3676 | |
| 1 | 656 | 5.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 11028 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 6696 | |
| . | 3676 | |
| 1 | 656 | 5.9% |
others
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 244.1 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 11028 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 3271 | |
| 1.0 | 405 | 11.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 3271 | |
| 1.0 | 405 | 11.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 6947 | |
| . | 3676 | |
| 1 | 405 | 3.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 11028 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 6947 | |
| . | 3676 | |
| 1 | 405 | 3.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 11028 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 6947 | |
| . | 3676 | |
| 1 | 405 | 3.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 11028 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 6947 | |
| . | 3676 | |
| 1 | 405 | 3.7% |
furnishing_type
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 236.9 KiB |
| 1 | |
|---|---|
| 0 | |
| 2 | 211 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3676 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 2403 | |
| 0 | 1062 | |
| 2 | 211 | 5.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 2403 | |
| 0 | 1062 | |
| 2 | 211 | 5.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 2403 | |
| 0 | 1062 | |
| 2 | 211 | 5.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3676 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 2403 | |
| 0 | 1062 | |
| 2 | 211 | 5.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3676 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 2403 | |
| 0 | 1062 | |
| 2 | 211 | 5.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3676 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 2403 | |
| 0 | 1062 | |
| 2 | 211 | 5.7% |
luxury_score
Real number (ℝ)
ZEROS 
| Distinct | 161 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 71.505985 |
| Minimum | 0 |
|---|---|
| Maximum | 174 |
| Zeros | 462 |
| Zeros (%) | 12.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 31 |
| median | 59 |
| Q3 | 110 |
| 95-th percentile | 174 |
| Maximum | 174 |
| Range | 174 |
| Interquartile range (IQR) | 79 |
Descriptive statistics
| Standard deviation | 53.062732 |
|---|---|
| Coefficient of variation (CV) | 0.742074 |
| Kurtosis | -0.88002211 |
| Mean | 71.505985 |
| Median Absolute Deviation (MAD) | 38 |
| Skewness | 0.45942848 |
| Sum | 262856 |
| Variance | 2815.6536 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 462 | 12.6% |
| 49 | 348 | 9.5% |
| 174 | 195 | 5.3% |
| 44 | 59 | 1.6% |
| 38 | 55 | 1.5% |
| 165 | 55 | 1.5% |
| 72 | 52 | 1.4% |
| 60 | 47 | 1.3% |
| 37 | 45 | 1.2% |
| 42 | 45 | 1.2% |
| Other values (151) | 2313 |
| Value | Count | Frequency (%) |
| 0 | 462 | |
| 5 | 6 | 0.2% |
| 6 | 6 | 0.2% |
| 7 | 41 | 1.1% |
| 8 | 30 | 0.8% |
| 9 | 9 | 0.2% |
| 12 | 6 | 0.2% |
| 13 | 10 | 0.3% |
| 14 | 12 | 0.3% |
| 15 | 43 | 1.2% |
| Value | Count | Frequency (%) |
| 174 | 195 | |
| 169 | 1 | < 0.1% |
| 168 | 9 | 0.2% |
| 167 | 21 | 0.6% |
| 166 | 10 | 0.3% |
| 165 | 55 | 1.5% |
| 161 | 3 | 0.1% |
| 160 | 28 | 0.8% |
| 159 | 23 | 0.6% |
| 158 | 34 | 0.9% |
| property_type | society | sector | price | price_per_sqft | area | areaWithType | bedRoom | bathroom | balcony | floorNum | facing | agePossession | super_built_up_area | built_up_area | carpet_area | study room | servant room | store room | pooja room | others | furnishing_type | luxury_score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | flat | ss the leaf | sector 85 | 1.20 | 12371.0 | 970.010508 | Super Built up area 1671(155.24 sq.m.)Built Up area: 1190 sq.ft. (110.55 sq.m.)Carpet area: 970 sq.ft. (90.12 sq.m.) | 2.0 | 2.0 | 2 | 4.0 | East | Relatively New | 1671.0 | 1190.0 | 970.000000 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1 | 81 |
| 1 | flat | tulip purple | sector 69 | 1.80 | 9000.0 | 2000.000000 | Super Built up area 2400(222.97 sq.m.)Built Up area: 2200 sq.ft. (204.39 sq.m.)Carpet area: 2000 sq.ft. (185.81 sq.m.) | 4.0 | 5.0 | 3+ | 4.0 | North-East | Relatively New | 2400.0 | 2200.0 | 2000.000000 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1 | 165 |
| 2 | flat | umang monsoon breeze | sector 78 | 1.15 | 5284.0 | 2176.381529 | Super Built up area 2176(202.16 sq.m.) | 3.0 | 3.0 | 3 | 9.0 | NA | Moderately Old | 2176.0 | NaN | NaN | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1 | 22 |
| 3 | house | independent | sector 7 | 2.25 | 16892.0 | 1332.000000 | Built Up area: 148 (123.75 sq.m.) | 5.0 | 3.0 | 0 | 2.0 | NA | Undefined | NaN | 148.0 | NaN | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 | 0 |
| 4 | flat | tulip violet | sector 69 | 1.75 | 9459.0 | 1850.089862 | Carpet area: 1850 (171.87 sq.m.) | 3.0 | 4.0 | 2 | 0.0 | East | Relatively New | NaN | NaN | 1850.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 174 |
| 5 | flat | shri ram apartments | sector 4 | 0.46 | 5111.0 | 900.019566 | Carpet area: 900 (83.61 sq.m.) | 2.0 | 2.0 | 1 | 1.0 | East | Relatively New | NaN | NaN | 900.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 69 |
| 6 | flat | bestech park view residency | sector 2 | 1.02 | 7208.0 | 1415.094340 | Super Built up area 1415(131.46 sq.m.) | 2.0 | 2.0 | 3 | 11.0 | South-West | Moderately Old | 1415.0 | NaN | NaN | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 | 92 |
| 7 | flat | pyramid elite | sector 86 | 0.45 | 7739.0 | 581.470474 | Carpet area: 581.41 (54.01 sq.m.) | 2.0 | 2.0 | 1 | 4.0 | NA | Under Construction | NaN | NaN | 581.358239 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 | 66 |
| 8 | flat | laxmi apartment sector 99a gurgaon | sector 99a | 0.30 | 4615.0 | 650.054171 | Super Built up area 650(60.39 sq.m.)Carpet area: 550 sq.ft. (51.1 sq.m.) | 2.0 | 2.0 | 1 | 4.0 | NA | New Property | 650.0 | NaN | 550.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 | 44 |
| 9 | flat | vatika city | sector 49 | 1.72 | 7818.0 | 2200.051164 | Carpet area: 2200 (204.39 sq.m.) | 3.0 | 3.0 | 2 | 2.0 | North-East | Old Property | NaN | NaN | 2200.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 144 |
| property_type | society | sector | price | price_per_sqft | area | areaWithType | bedRoom | bathroom | balcony | floorNum | facing | agePossession | super_built_up_area | built_up_area | carpet_area | study room | servant room | store room | pooja room | others | furnishing_type | luxury_score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3792 | flat | emaar digihomes | sector 62 | 2.10 | 14254.0 | 1473.270661 | Super Built up area 1508.26(140.12 sq.m.) | 2.0 | 2.0 | 2 | 30.0 | North | New Property | 1508.26 | NaN | NaN | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1 | 52 |
| 3793 | house | sobha city | sector 108 | 10.50 | 14323.0 | 7331.000000 | Built Up area: 7331 (681.07 sq.m.) | 5.0 | 4.0 | 3+ | 1.0 | East | Undefined | NaN | 7331.0 | NaN | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 | 59 |
| 3794 | flat | greenopolis | sector 89 | 0.80 | 4820.0 | 1659.751037 | Super Built up area 1660(154.22 sq.m.) | 2.0 | 3.0 | 3 | 8.0 | NA | Under Construction | 1660.00 | NaN | NaN | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1 | 60 |
| 3795 | house | independent | sector 105 | 0.38 | 76000.0 | 50.000000 | Carpet area: 50 (4.65 sq.m.) | 2.0 | 2.0 | 2 | 1.0 | NA | Undefined | NaN | NaN | 50.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 | 0 |
| 3796 | flat | rof ananda | sector 95 | 0.20 | 5463.0 | 366.099213 | Carpet area: 366.08 (34.01 sq.m.) | 1.0 | 1.0 | 1 | 9.0 | South-West | Relatively New | NaN | NaN | 366.080239 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1 | 52 |
| 3797 | flat | godrej icon | sector 88a | 1.62 | 10018.0 | 1617.089239 | Super Built up area 1617(150.22 sq.m.) | 3.0 | 2.0 | 3+ | 10.0 | East | Relatively New | 1617.00 | NaN | NaN | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2 | 49 |
| 3798 | flat | m3m skywalk | sector 74 | 1.50 | 12500.0 | 1200.000000 | Super Built up area 1400(130.06 sq.m.)Built Up area: 1300 sq.ft. (120.77 sq.m.)Carpet area: 1200 sq.ft. (111.48 sq.m.) | 2.0 | 2.0 | 3 | 17.0 | North-East | Relatively New | 1400.00 | 1300.0 | 1200.000000 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1 | 174 |
| 3799 | house | ansal sushant lok 2 | sector 56 | 3.40 | 22222.0 | 1530.000000 | Plot area 170(142.14 sq.m.) | 6.0 | 6.0 | 3+ | 2.0 | West | Moderately Old | NaN | 1530.0 | NaN | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 29 |
| 3800 | flat | tulip violet | sector 69 | 1.70 | 8445.0 | 2013.025459 | Super Built up area 2010(186.74 sq.m.) | 4.0 | 4.0 | 2 | 7.0 | West | Relatively New | 2010.00 | NaN | NaN | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 | 128 |
| 3801 | flat | godrej nature plus | sector 33 | 1.20 | 14379.0 | 834.550386 | Carpet area: 77.53 | 2.0 | 2.0 | 3 | 1.0 | NA | New Property | NaN | NaN | 77.530000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 | 65 |